Integrity report for DRIFT: Decoupled Rollouts and Importance-Weighted Fine-Tuning for Efficient Multi-Turn Optimization

A machine-verified record of the checks Pith has run against this paper: detector runs, findings, signed bundle events, and canonical identifiers.

arXiv:2605.31455 · pith:2026:4GCOYZFZKY4JLXFUMWNYUPBFWN

0Critical

0Advisory

6Detectors run

2026-06-04Last checked

Paper page arXiv integrity.json bundle.json

Detector runs

claim_evidence completed v1.0.0 · findings 0 · 2026-06-04 14:09:01.654647+00:00

external_links completed v1.0.0 · findings 0 · 2026-06-01 23:32:08.578191+00:00

shingle_duplication skipped v0.1.0 · findings 0 · 2026-06-01 13:50:16.359042+00:00

citation_quote_validity skipped v0.1.0 · findings 0 · 2026-06-01 05:50:48.542176+00:00

cited_work_retraction completed v1.0.0 · findings 0 · 2026-06-01 04:25:44.365382+00:00

ai_meta_artifact skipped v1.0.0 · findings 0 · 2026-06-01 02:35:04.590077+00:00

Findings

No public integrity findings for this paper.

Signed record

The machine-readable record for this paper lives at /pith/4GCOYZFZKY4JLXFUMWNYUPBFWN/integrity.json. Pith Number bundles also include signed pith.integrity.v1 events where a Pith Number exists.